DEVELOPMENT... OpenML
Run
148987

Run 148987

Task 3903 (Supervised Classification) pc3 Uploaded 06-02-2015 by Felicia West
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Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8061
Per class
F measure
0.8791
Per class
Kappa
0.2545
KB relative information score
-198.298
Mean absolute error
0.1546
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.874
Per class
Predictive accuracy
0.8983
Prior entropy
0.478
Recall
0.8983
Per class
Relative absolute error
0.8394
Root mean prior squared error
0.3031
Root mean squared error
0.2822
Root relative squared error
0.9309
SciMark benchmark
918.4924
UserCPU time millis
11670
UserCPU time millis training
11670